Pattern Recognition (BOK)

M. Narasimha Murty, V. Susheela Devi

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Observing the environment and recognising patterns for the purpose of decision making is fundamental to human nature. This book deals with the scientific discipline that enables similar perception in machines through pattern recognition (PR), which has application in diverse technology areas. This book is an exposition of principal topics in PR using an algorithmic approach. It provides a thorough introduction to the concepts of PR and a systematic account of the major topics in PR besides reviewing the vast progress made in the field in recent times. It includes basic techniques of PR, neural networks, support vector machines and decision trees. While theoretical aspects have been given due coverage, the emphasis is more on the practical. This book is replete with examples and illustrations and includes chapter-end exercises. It is designed to meet the needs of senior undergraduate and postgraduate students of computer science and allied disciplines.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2011 Forfatter M. Narasimha Murty, V. Susheela Devi
Forlag
Springer
ISBN 9780857294944
Antall sider 275 Dimensjoner 16,8cm x 24cm x 1,5cm
Vekt 522 gram Leverandør Bertram Trading Ltd
Emner og form Pattern recognition